Dataset statistics
| Number of variables | 16 |
|---|---|
| Number of observations | 52413 |
| Missing cells | 69744 |
| Missing cells (%) | 8.3% |
| Duplicate rows | 1296 |
| Duplicate rows (%) | 2.5% |
| Total size in memory | 8.8 MiB |
| Average record size in memory | 176.3 B |
Variable types
| Numeric | 14 |
|---|---|
| Categorical | 2 |
| Dataset has 1296 (2.5%) duplicate rows | Duplicates |
14616_FERM0101.DO_2_PV is highly imbalanced (> 99.9%) | Imbalance |
14616_FERM0101.PUMP_1_PV is highly imbalanced (99.9%) | Imbalance |
14616_FERM0101.Agitation_PV has 4359 (8.3%) missing values | Missing |
14616_FERM0101.Air_Sparge_PV has 4359 (8.3%) missing values | Missing |
14616_FERM0101.Biocontainer_Pressure_PV has 4359 (8.3%) missing values | Missing |
14616_FERM0101.DO_1_PV has 4359 (8.3%) missing values | Missing |
14616_FERM0101.DO_2_PV has 4359 (8.3%) missing values | Missing |
14616_FERM0101.Gas_Overlay_PV has 4359 (8.3%) missing values | Missing |
14616_FERM0101.Load_Cell_Net_PV has 4359 (8.3%) missing values | Missing |
14616_FERM0101.pH_1_PV has 4359 (8.3%) missing values | Missing |
14616_FERM0101.pH_2_PV has 4359 (8.3%) missing values | Missing |
14616_FERM0101.PUMP_1_PV has 4359 (8.3%) missing values | Missing |
14616_FERM0101.PUMP_1_TOTAL has 4359 (8.3%) missing values | Missing |
14616_FERM0101.PUMP_2_PV has 4359 (8.3%) missing values | Missing |
14616_FERM0101.PUMP_2_TOTAL has 4359 (8.3%) missing values | Missing |
14616_FERM0101.Single_Use_DO_PV has 4359 (8.3%) missing values | Missing |
14616_FERM0101.Single_Use_pH_PV has 4359 (8.3%) missing values | Missing |
14616_FERM0101.Temperatura_PV has 4359 (8.3%) missing values | Missing |
14616_FERM0101.pH_1_PV is highly skewed (γ1 = -39.49908564) | Skewed |
14616_FERM0101.Agitation_PV has 25580 (48.8%) zeros | Zeros |
14616_FERM0101.Air_Sparge_PV has 44872 (85.6%) zeros | Zeros |
14616_FERM0101.DO_1_PV has 37608 (71.8%) zeros | Zeros |
14616_FERM0101.Gas_Overlay_PV has 19158 (36.6%) zeros | Zeros |
14616_FERM0101.Load_Cell_Net_PV has 5713 (10.9%) zeros | Zeros |
14616_FERM0101.PUMP_1_TOTAL has 5004 (9.5%) zeros | Zeros |
14616_FERM0101.PUMP_2_PV has 42155 (80.4%) zeros | Zeros |
14616_FERM0101.PUMP_2_TOTAL has 11511 (22.0%) zeros | Zeros |
Reproduction
| Analysis started | 2024-09-29 18:19:53.738884 |
|---|---|
| Analysis finished | 2024-09-29 18:20:10.897374 |
| Duration | 17.16 seconds |
| Software version | ydata-profiling v0.0.dev0 |
| Download configuration | config.json |
14616_FERM0101.Agitation_PV
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 730 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 4359 |
| Missing (%) | 8.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27.403867 |
| Minimum | 0 |
|---|---|
| Maximum | 80 |
| Zeros | 25580 |
| Zeros (%) | 48.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 80 |
| 95-th percentile | 80 |
| Maximum | 80 |
| Range | 80 |
| Interquartile range (IQR) | 80 |
Descriptive statistics
| Standard deviation | 34.856413 |
|---|---|
| Coefficient of variation (CV) | 1.2719524 |
| Kurtosis | -1.29574 |
| Mean | 27.403867 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.73694698 |
| Sum | 1316865.4 |
| Variance | 1214.9695 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 25580 | |
| 80 | 13771 | |
| 20 | 6831 | 13.0% |
| 36 | 956 | 1.8% |
| 48 | 96 | 0.2% |
| 40 | 87 | 0.2% |
| 44 | 4 | < 0.1% |
| 28 | 4 | < 0.1% |
| 72 | 3 | < 0.1% |
| 56.57600098 | 2 | < 0.1% |
| Other values (720) | 720 | 1.4% |
| (Missing) | 4359 | 8.3% |
| Value | Count | Frequency (%) |
| 0 | 25580 | |
| 19.37707849 | 1 | < 0.1% |
| 20 | 6831 | 13.0% |
| 20.15528551 | 1 | < 0.1% |
| 20.1596206 | 1 | < 0.1% |
| 20.23029227 | 1 | < 0.1% |
| 20.29454404 | 1 | < 0.1% |
| 20.59187955 | 1 | < 0.1% |
| 20.61428528 | 1 | < 0.1% |
| 20.87142792 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 80 | 13771 | |
| 79.99913088 | 1 | < 0.1% |
| 79.9976832 | 1 | < 0.1% |
| 79.94213076 | 1 | < 0.1% |
| 79.89445095 | 1 | < 0.1% |
| 79.79949191 | 1 | < 0.1% |
| 79.76339559 | 1 | < 0.1% |
| 79.71484019 | 1 | < 0.1% |
| 79.68511831 | 1 | < 0.1% |
| 79.6695619 | 1 | < 0.1% |
14616_FERM0101.Air_Sparge_PV
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 3183 |
|---|---|
| Distinct (%) | 6.6% |
| Missing | 4359 |
| Missing (%) | 8.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.6985708 |
| Minimum | 0 |
|---|---|
| Maximum | 160.17427 |
| Zeros | 44872 |
| Zeros (%) | 85.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 16.384068 |
| Maximum | 160.17427 |
| Range | 160.17427 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 11.930932 |
|---|---|
| Coefficient of variation (CV) | 4.4212039 |
| Kurtosis | 22.372999 |
| Mean | 2.6985708 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.6918424 |
| Sum | 129677.12 |
| Variance | 142.34713 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 44872 | |
| 39.89197036 | 1 | < 0.1% |
| 63.94964025 | 1 | < 0.1% |
| 55.84003296 | 1 | < 0.1% |
| 16.1447488 | 1 | < 0.1% |
| 59.35526123 | 1 | < 0.1% |
| 64.01562928 | 1 | < 0.1% |
| 64.33786652 | 1 | < 0.1% |
| 28.20182173 | 1 | < 0.1% |
| 40.24039019 | 1 | < 0.1% |
| Other values (3173) | 3173 | 6.1% |
| (Missing) | 4359 | 8.3% |
| Value | Count | Frequency (%) |
| 0 | 44872 | |
| 0.1825548737 | 1 | < 0.1% |
| 0.2069595221 | 1 | < 0.1% |
| 0.423073211 | 1 | < 0.1% |
| 0.5799610216 | 1 | < 0.1% |
| 0.5802986694 | 1 | < 0.1% |
| 0.710379838 | 1 | < 0.1% |
| 0.8213578002 | 1 | < 0.1% |
| 0.8733967713 | 1 | < 0.1% |
| 0.9988921061 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 160.1742683 | 1 | |
| 160.0846504 | 1 | |
| 160.0236342 | 1 | |
| 160.0210732 | 1 | |
| 160.0171183 | 1 | |
| 159.9943072 | 1 | |
| 80.09838357 | 1 | |
| 65.50563378 | 1 | |
| 65.43337873 | 1 | |
| 65.39106423 | 1 |
14616_FERM0101.Biocontainer_Pressure_PV
Real number (ℝ)
MISSING 
| Distinct | 20875 |
|---|---|
| Distinct (%) | 43.4% |
| Missing | 4359 |
| Missing (%) | 8.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 166.48044 |
| Minimum | -17.678558 |
|---|---|
| Maximum | 480 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 20580 |
| Negative (%) | 39.3% |
| Memory size | 2.8 MiB |
Quantile statistics
| Minimum | -17.678558 |
|---|---|
| 5-th percentile | -1.4333712 |
| Q1 | -0.53495697 |
| median | 0.37180388 |
| Q3 | 480 |
| 95-th percentile | 480 |
| Maximum | 480 |
| Range | 497.67856 |
| Interquartile range (IQR) | 480.53496 |
Descriptive statistics
| Standard deviation | 228.5384 |
|---|---|
| Coefficient of variation (CV) | 1.3727643 |
| Kurtosis | -1.5866714 |
| Mean | 166.48044 |
| Median Absolute Deviation (MAD) | 1.4510844 |
| Skewness | 0.64286799 |
| Sum | 8000051.1 |
| Variance | 52229.801 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 480 | 16673 | |
| -0.09548339844 | 327 | 0.6% |
| -0.9664367676 | 283 | 0.5% |
| -0.298034668 | 260 | 0.5% |
| -0.05497436523 | 257 | 0.5% |
| -1.006945801 | 240 | 0.5% |
| -0.9461791992 | 239 | 0.5% |
| -0.5208312988 | 235 | 0.4% |
| -0.5410888672 | 233 | 0.4% |
| -0.7233825684 | 231 | 0.4% |
| Other values (20865) | 29076 | |
| (Missing) | 4359 | 8.3% |
| Value | Count | Frequency (%) |
| -17.67855826 | 1 | |
| -13.20023193 | 1 | |
| -12.81082015 | 1 | |
| -10.91346978 | 1 | |
| -9.262522964 | 1 | |
| -9.250579834 | 1 | |
| -9.196256899 | 1 | |
| -9.169561768 | 1 | |
| -9.055902727 | 1 | |
| -9.039486143 | 1 |
| Value | Count | Frequency (%) |
| 480 | 16673 | |
| 363.9071863 | 1 | < 0.1% |
| 37.37557373 | 1 | < 0.1% |
| 19.14641113 | 1 | < 0.1% |
| 19.08400949 | 1 | < 0.1% |
| 18.70693948 | 1 | < 0.1% |
| 17.97231053 | 1 | < 0.1% |
| 16.6753479 | 1 | < 0.1% |
| 15.17650757 | 1 | < 0.1% |
| 14.9131958 | 1 | < 0.1% |
14616_FERM0101.DO_1_PV
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 7045 |
|---|---|
| Distinct (%) | 14.7% |
| Missing | 4359 |
| Missing (%) | 8.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.0303294 |
| Minimum | 0 |
|---|---|
| Maximum | 113.39003 |
| Zeros | 37608 |
| Zeros (%) | 71.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 25.138969 |
| Maximum | 113.39003 |
| Range | 113.39003 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 11.980638 |
|---|---|
| Coefficient of variation (CV) | 2.3816806 |
| Kurtosis | 16.257979 |
| Mean | 5.0303294 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.542544 |
| Sum | 241727.45 |
| Variance | 143.53568 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 37608 | |
| 15.62647095 | 16 | < 0.1% |
| 16.31929016 | 12 | < 0.1% |
| 23.46226807 | 12 | < 0.1% |
| 15.36104279 | 12 | < 0.1% |
| 15.70758667 | 12 | < 0.1% |
| 16.25534668 | 12 | < 0.1% |
| 16.02679749 | 11 | < 0.1% |
| 17.08873749 | 10 | < 0.1% |
| 26.81347046 | 10 | < 0.1% |
| Other values (7035) | 10339 | 19.7% |
| (Missing) | 4359 | 8.3% |
| Value | Count | Frequency (%) |
| 0 | 37608 | |
| 1.618992043 | 1 | < 0.1% |
| 2.053528023 | 6 | < 0.1% |
| 2.305600929 | 1 | < 0.1% |
| 2.508546638 | 1 | < 0.1% |
| 2.516705132 | 1 | < 0.1% |
| 2.517918205 | 1 | < 0.1% |
| 2.567412758 | 1 | < 0.1% |
| 2.593224525 | 1 | < 0.1% |
| 2.611331177 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 113.3900269 | 1 | |
| 113.2430786 | 1 | |
| 113.090686 | 1 | |
| 112.7967896 | 1 | |
| 112.7859009 | 1 | |
| 112.6389526 | 1 | |
| 112.4865601 | 1 | |
| 111.735498 | 1 | |
| 110.6850708 | 1 | |
| 110.6825277 | 1 |
14616_FERM0101.DO_2_PV
Categorical
IMBALANCE  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 4359 |
| Missing (%) | 8.3% |
| Memory size | 2.8 MiB |
| 0.0 | |
|---|---|
| 64.66350297893688 | 1 |
Length
| Max length | 17 |
|---|---|
| Median length | 3 |
| Mean length | 3.0002913 |
| Min length | 3 |
Characters and Unicode
| Total characters | 144176 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 48053 | |
| 64.66350297893688 | 1 | < 0.1% |
| (Missing) | 4359 | 8.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 48053 | |
| 64.66350297893688 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 96107 | |
| . | 48054 | |
| 6 | 4 | < 0.1% |
| 8 | 3 | < 0.1% |
| 3 | 2 | < 0.1% |
| 9 | 2 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 144176 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 96107 | |
| . | 48054 | |
| 6 | 4 | < 0.1% |
| 8 | 3 | < 0.1% |
| 3 | 2 | < 0.1% |
| 9 | 2 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 144176 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 96107 | |
| . | 48054 | |
| 6 | 4 | < 0.1% |
| 8 | 3 | < 0.1% |
| 3 | 2 | < 0.1% |
| 9 | 2 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 144176 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 96107 | |
| . | 48054 | |
| 6 | 4 | < 0.1% |
| 8 | 3 | < 0.1% |
| 3 | 2 | < 0.1% |
| 9 | 2 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
14616_FERM0101.Gas_Overlay_PV
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 28837 |
|---|---|
| Distinct (%) | 60.0% |
| Missing | 4359 |
| Missing (%) | 8.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.4375645 |
| Minimum | 0 |
|---|---|
| Maximum | 16.00192 |
| Zeros | 19158 |
| Zeros (%) | 36.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 3.9997313 |
| Q3 | 4.0000727 |
| 95-th percentile | 4.0004599 |
| Maximum | 16.00192 |
| Range | 16.00192 |
| Interquartile range (IQR) | 4.0000727 |
Descriptive statistics
| Standard deviation | 2.0290296 |
|---|---|
| Coefficient of variation (CV) | 0.83240037 |
| Kurtosis | -0.77695537 |
| Mean | 2.4375645 |
| Median Absolute Deviation (MAD) | 0.00058757444 |
| Skewness | -0.14842114 |
| Sum | 117134.73 |
| Variance | 4.1169613 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 19158 | |
| 3.999837494 | 61 | 0.1% |
| 3.99963925 | 1 | < 0.1% |
| 4.000073214 | 1 | < 0.1% |
| 4.000140437 | 1 | < 0.1% |
| 4.000083773 | 1 | < 0.1% |
| 3.999912397 | 1 | < 0.1% |
| 3.99978926 | 1 | < 0.1% |
| 4.000289883 | 1 | < 0.1% |
| 3.999781014 | 1 | < 0.1% |
| Other values (28827) | 28827 | |
| (Missing) | 4359 | 8.3% |
| Value | Count | Frequency (%) |
| 0 | 19158 | |
| 0.9712903929 | 1 | < 0.1% |
| 1.599174768 | 1 | < 0.1% |
| 1.599450205 | 1 | < 0.1% |
| 1.599482904 | 1 | < 0.1% |
| 1.599818691 | 1 | < 0.1% |
| 1.59985733 | 1 | < 0.1% |
| 1.599864428 | 1 | < 0.1% |
| 1.599902071 | 1 | < 0.1% |
| 1.599936278 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 16.00191957 | 1 | |
| 16.0010963 | 1 | |
| 16.00092006 | 1 | |
| 16.00070474 | 1 | |
| 16.00069152 | 1 | |
| 16.00065052 | 1 | |
| 16.00048488 | 1 | |
| 16.0004382 | 1 | |
| 15.99966755 | 1 | |
| 15.99959321 | 1 |
14616_FERM0101.Load_Cell_Net_PV
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 1857 |
|---|---|
| Distinct (%) | 3.9% |
| Missing | 4359 |
| Missing (%) | 8.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 737.50925 |
| Minimum | -27.2 |
|---|---|
| Maximum | 1696.4 |
| Zeros | 5713 |
| Zeros (%) | 10.9% |
| Negative | 16651 |
| Negative (%) | 31.8% |
| Memory size | 2.8 MiB |
Quantile statistics
| Minimum | -27.2 |
|---|---|
| 5-th percentile | -18.4 |
| Q1 | -16.8 |
| median | 2.0330174 |
| Q3 | 1584.8 |
| 95-th percentile | 1665.2 |
| Maximum | 1696.4 |
| Range | 1723.6 |
| Interquartile range (IQR) | 1601.6 |
Descriptive statistics
| Standard deviation | 801.43662 |
|---|---|
| Coefficient of variation (CV) | 1.0866801 |
| Kurtosis | -1.9583907 |
| Mean | 737.50925 |
| Median Absolute Deviation (MAD) | 20.433017 |
| Skewness | 0.15938066 |
| Sum | 35440270 |
| Variance | 642300.66 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -18 | 7638 | 14.6% |
| 0 | 5713 | 10.9% |
| -18.4 | 2194 | 4.2% |
| -1.6 | 1265 | 2.4% |
| -17.6 | 1167 | 2.2% |
| -1.2 | 1060 | 2.0% |
| 0.8 | 750 | 1.4% |
| 0.4 | 724 | 1.4% |
| 1576.4 | 534 | 1.0% |
| -2 | 461 | 0.9% |
| Other values (1847) | 26548 | |
| (Missing) | 4359 | 8.3% |
| Value | Count | Frequency (%) |
| -27.2 | 1 | < 0.1% |
| -25.6 | 4 | < 0.1% |
| -25.2 | 182 | 0.3% |
| -24.8 | 5 | < 0.1% |
| -24.4 | 2 | < 0.1% |
| -24 | 1 | < 0.1% |
| -20 | 4 | < 0.1% |
| -19.2 | 157 | 0.3% |
| -18.8 | 57 | 0.1% |
| -18.4 | 2194 |
| Value | Count | Frequency (%) |
| 1696.4 | 1 | < 0.1% |
| 1695.6 | 2 | < 0.1% |
| 1695.2 | 5 | |
| 1694.8 | 7 | |
| 1694.4 | 3 | |
| 1694 | 2 | < 0.1% |
| 1693.6 | 4 | |
| 1693.205024 | 1 | < 0.1% |
| 1693.2 | 5 | |
| 1692.8 | 6 |
14616_FERM0101.pH_1_PV
Real number (ℝ)
MISSING  SKEWED 
| Distinct | 6861 |
|---|---|
| Distinct (%) | 14.3% |
| Missing | 4359 |
| Missing (%) | 8.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.8083132 |
| Minimum | -16705.317 |
|---|---|
| Maximum | 2049.6152 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 28 |
| Negative (%) | 0.1% |
| Memory size | 2.8 MiB |
Quantile statistics
| Minimum | -16705.317 |
|---|---|
| 5-th percentile | 0.0060123444 |
| Q1 | 1.5798328 |
| median | 1.7481483 |
| Q3 | 5.8668419 |
| 95-th percentile | 5.9394938 |
| Maximum | 2049.6152 |
| Range | 18754.932 |
| Interquartile range (IQR) | 4.287009 |
Descriptive statistics
| Standard deviation | 400.58657 |
|---|---|
| Coefficient of variation (CV) | 221.52499 |
| Kurtosis | 1643.6758 |
| Mean | 1.8083132 |
| Median Absolute Deviation (MAD) | 1.4998914 |
| Skewness | -39.499086 |
| Sum | 86896.683 |
| Variance | 160469.6 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.00601234436 | 2500 | 4.8% |
| 1.748148346 | 2471 | 4.7% |
| 1.67491951 | 2081 | 4.0% |
| 1.53050499 | 1327 | 2.5% |
| 1.705440712 | 1238 | 2.4% |
| 1.607769585 | 943 | 1.8% |
| 1.663781166 | 849 | 1.6% |
| 1.554140282 | 698 | 1.3% |
| 1.679355812 | 650 | 1.2% |
| 1.390620041 | 645 | 1.2% |
| Other values (6851) | 34652 | |
| (Missing) | 4359 | 8.3% |
| Value | Count | Frequency (%) |
| -16705.31719 | 26 | |
| -10298.18984 | 1 | < 0.1% |
| -0.33400383 | 1 | < 0.1% |
| 0.001192850112 | 1 | < 0.1% |
| 0.001247440286 | 1 | < 0.1% |
| 0.001259128667 | 1 | < 0.1% |
| 0.001308620479 | 1 | < 0.1% |
| 0.001309268787 | 1 | < 0.1% |
| 0.00136826176 | 1 | < 0.1% |
| 0.004709544467 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2049.615234 | 1 | < 0.1% |
| 1950.344922 | 1 | < 0.1% |
| 1883.366797 | 1 | < 0.1% |
| 1687.218359 | 1 | < 0.1% |
| 1554.458887 | 1 | < 0.1% |
| 1389.407324 | 1 | < 0.1% |
| 1357.113574 | 1 | < 0.1% |
| 1355.918262 | 1 | < 0.1% |
| 1344.499091 | 1 | < 0.1% |
| 1059.302637 | 4 |
14616_FERM0101.pH_2_PV
Real number (ℝ)
MISSING 
| Distinct | 78 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 4359 |
| Missing (%) | 8.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -208.91498 |
| Minimum | -389.26096 |
|---|---|
| Maximum | 3.2 |
| Zeros | 38 |
| Zeros (%) | 0.1% |
| Negative | 27342 |
| Negative (%) | 52.2% |
| Memory size | 2.8 MiB |
Quantile statistics
| Minimum | -389.26096 |
|---|---|
| 5-th percentile | -389.26096 |
| Q1 | -389.26096 |
| median | -389.26096 |
| Q3 | 3.2 |
| 95-th percentile | 3.2 |
| Maximum | 3.2 |
| Range | 392.46096 |
| Interquartile range (IQR) | 392.46096 |
Descriptive statistics
| Standard deviation | 195.4241 |
|---|---|
| Coefficient of variation (CV) | -0.93542407 |
| Kurtosis | -1.9733976 |
| Mean | -208.91498 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.16149643 |
| Sum | -10039201 |
| Variance | 38190.58 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -389.2609619 | 25933 | |
| 3.2 | 20652 | |
| -0.2329555511 | 1357 | 2.6% |
| 0 | 38 | 0.1% |
| -26.87923233 | 1 | < 0.1% |
| 1.7517627 | 1 | < 0.1% |
| 1.427500248 | 1 | < 0.1% |
| 1.243799434 | 1 | < 0.1% |
| -206.8192296 | 1 | < 0.1% |
| -211.8487651 | 1 | < 0.1% |
| Other values (68) | 68 | 0.1% |
| (Missing) | 4359 | 8.3% |
| Value | Count | Frequency (%) |
| -389.2609619 | 25933 | |
| -389.1811626 | 1 | < 0.1% |
| -387.8849362 | 1 | < 0.1% |
| -385.6619304 | 1 | < 0.1% |
| -385.3407178 | 1 | < 0.1% |
| -379.1654863 | 1 | < 0.1% |
| -377.7421594 | 1 | < 0.1% |
| -336.5587212 | 1 | < 0.1% |
| -333.4207645 | 1 | < 0.1% |
| -314.0435053 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 3.2 | 20652 | |
| 2.540166735 | 1 | < 0.1% |
| 2.526881296 | 1 | < 0.1% |
| 2.525830185 | 1 | < 0.1% |
| 2.520545773 | 1 | < 0.1% |
| 2.50901713 | 1 | < 0.1% |
| 2.4744223 | 1 | < 0.1% |
| 1.7517627 | 1 | < 0.1% |
| 1.739642704 | 1 | < 0.1% |
| 1.709809634 | 1 | < 0.1% |
14616_FERM0101.PUMP_1_PV
Categorical
IMBALANCE  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 4359 |
| Missing (%) | 8.3% |
| Memory size | 2.8 MiB |
| 0.0 | |
|---|---|
| 48.0 | 3 |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.0000624 |
| Min length | 3 |
Characters and Unicode
| Total characters | 144165 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 48051 | |
| 48.0 | 3 | < 0.1% |
| (Missing) | 4359 | 8.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 48051 | |
| 48.0 | 3 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 96105 | |
| . | 48054 | |
| 4 | 3 | < 0.1% |
| 8 | 3 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 144165 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 96105 | |
| . | 48054 | |
| 4 | 3 | < 0.1% |
| 8 | 3 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 144165 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 96105 | |
| . | 48054 | |
| 4 | 3 | < 0.1% |
| 8 | 3 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 144165 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 96105 | |
| . | 48054 | |
| 4 | 3 | < 0.1% |
| 8 | 3 | < 0.1% |
14616_FERM0101.PUMP_1_TOTAL
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 134 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 4359 |
| Missing (%) | 8.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 48.465288 |
| Minimum | 0 |
|---|---|
| Maximum | 1321.8334 |
| Zeros | 5004 |
| Zeros (%) | 9.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 12.4 |
| median | 34.719998 |
| Q3 | 57.03999 |
| 95-th percentile | 143.84005 |
| Maximum | 1321.8334 |
| Range | 1321.8334 |
| Interquartile range (IQR) | 44.63999 |
Descriptive statistics
| Standard deviation | 60.065844 |
|---|---|
| Coefficient of variation (CV) | 1.239358 |
| Kurtosis | 158.68048 |
| Mean | 48.465288 |
| Median Absolute Deviation (MAD) | 22.319998 |
| Skewness | 8.4827052 |
| Sum | 2328951 |
| Variance | 3607.9056 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5004 | 9.5% |
| 44.63999329 | 4193 | 8.0% |
| 39.67999573 | 3251 | 6.2% |
| 22.32000122 | 2631 | 5.0% |
| 9.919999695 | 2574 | 4.9% |
| 7.43999939 | 2483 | 4.7% |
| 12.4 | 2313 | 4.4% |
| 141.3600464 | 2035 | 3.9% |
| 32.23999939 | 1858 | 3.5% |
| 27.28000183 | 1818 | 3.5% |
| Other values (124) | 19894 | |
| (Missing) | 4359 | 8.3% |
| Value | Count | Frequency (%) |
| 0 | 5004 | |
| 0.8361835807 | 1 | < 0.1% |
| 1.317148196 | 1 | < 0.1% |
| 1.867436268 | 1 | < 0.1% |
| 2.790245837 | 1 | < 0.1% |
| 2.952845975 | 1 | < 0.1% |
| 3.534282258 | 1 | < 0.1% |
| 3.861208527 | 1 | < 0.1% |
| 4.011535205 | 1 | < 0.1% |
| 4.959999847 | 105 | 0.2% |
| Value | Count | Frequency (%) |
| 1321.833398 | 37 | 0.1% |
| 605.4982182 | 1 | < 0.1% |
| 560.4793945 | 41 | 0.1% |
| 248.0002441 | 3 | < 0.1% |
| 230.64021 | 203 | 0.4% |
| 203.3601685 | 180 | 0.3% |
| 173.6001099 | 348 | |
| 171.120105 | 7 | < 0.1% |
| 158.7200806 | 648 | |
| 156.2400757 | 133 | 0.3% |
14616_FERM0101.PUMP_2_PV
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 5341 |
|---|---|
| Distinct (%) | 11.1% |
| Missing | 4359 |
| Missing (%) | 8.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.45911219 |
| Minimum | 0 |
|---|---|
| Maximum | 48 |
| Zeros | 42155 |
| Zeros (%) | 80.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 4.3587261 |
| Maximum | 48 |
| Range | 48 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.5957076 |
|---|---|
| Coefficient of variation (CV) | 3.4756375 |
| Kurtosis | 44.681691 |
| Mean | 0.45911219 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.6138661 |
| Sum | 22062.177 |
| Variance | 2.5462826 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 42155 | |
| 8 | 529 | 1.0% |
| 0.539018631 | 3 | < 0.1% |
| 5.412321854 | 2 | < 0.1% |
| 0.7388877869 | 2 | < 0.1% |
| 0.01567153931 | 2 | < 0.1% |
| 1.186093903 | 2 | < 0.1% |
| 6.617565155 | 2 | < 0.1% |
| 2.491486931 | 2 | < 0.1% |
| 7.105562592 | 2 | < 0.1% |
| Other values (5331) | 5353 | 10.2% |
| (Missing) | 4359 | 8.3% |
| Value | Count | Frequency (%) |
| 0 | 42155 | |
| 9.830077101 × 10-5 | 1 | < 0.1% |
| 9.950694471 × 10-5 | 1 | < 0.1% |
| 9.992955675 × 10-5 | 1 | < 0.1% |
| 0.0001000500217 | 1 | < 0.1% |
| 0.0001004522341 | 1 | < 0.1% |
| 0.0001005209783 | 1 | < 0.1% |
| 0.0001074923021 | 1 | < 0.1% |
| 0.0001211075388 | 1 | < 0.1% |
| 0.0001233729154 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 48 | 2 | < 0.1% |
| 8 | 529 | |
| 7.999999533 | 1 | < 0.1% |
| 7.999943062 | 1 | < 0.1% |
| 7.999915069 | 1 | < 0.1% |
| 7.99986186 | 1 | < 0.1% |
| 7.999731674 | 1 | < 0.1% |
| 7.99965581 | 1 | < 0.1% |
| 7.999316813 | 1 | < 0.1% |
| 7.999155488 | 1 | < 0.1% |
14616_FERM0101.PUMP_2_TOTAL
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 7703 |
|---|---|
| Distinct (%) | 16.0% |
| Missing | 4359 |
| Missing (%) | 8.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3825.4147 |
| Minimum | 0 |
|---|---|
| Maximum | 17888.144 |
| Zeros | 11511 |
| Zeros (%) | 22.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 150.56382 |
| median | 4049.3546 |
| Q3 | 6959.1758 |
| 95-th percentile | 8473.3062 |
| Maximum | 17888.144 |
| Range | 17888.144 |
| Interquartile range (IQR) | 6808.612 |
Descriptive statistics
| Standard deviation | 3443.9668 |
|---|---|
| Coefficient of variation (CV) | 0.90028586 |
| Kurtosis | -0.20466211 |
| Mean | 3825.4147 |
| Median Absolute Deviation (MAD) | 3082.4559 |
| Skewness | 0.42573743 |
| Sum | 1.8382648 × 108 |
| Variance | 11860907 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 11511 | |
| 1321.104004 | 2840 | 5.4% |
| 5933.626953 | 2695 | 5.1% |
| 7054.5875 | 2668 | 5.1% |
| 6848.110938 | 1619 | 3.1% |
| 7503.6375 | 1363 | 2.6% |
| 7072.089844 | 1337 | 2.6% |
| 6674.395313 | 1124 | 2.1% |
| 1354.402637 | 1075 | 2.1% |
| 5896.459375 | 907 | 1.7% |
| Other values (7693) | 20915 | |
| (Missing) | 4359 | 8.3% |
| Value | Count | Frequency (%) |
| 0 | 11511 | |
| 1.391127586 | 3 | < 0.1% |
| 4.237150192 | 1 | < 0.1% |
| 5.280001068 | 1 | < 0.1% |
| 12.0999939 | 1 | < 0.1% |
| 16.54919434 | 1 | < 0.1% |
| 18.11250984 | 1 | < 0.1% |
| 21.36007538 | 1 | < 0.1% |
| 21.74338379 | 1 | < 0.1% |
| 22.62970123 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 17888.14375 | 277 | |
| 17872.9375 | 1 | < 0.1% |
| 17859.80781 | 1 | < 0.1% |
| 17840.00625 | 1 | < 0.1% |
| 17803.5875 | 1 | < 0.1% |
| 17745.35469 | 1 | < 0.1% |
| 17683.875 | 1 | < 0.1% |
| 17630.07969 | 1 | < 0.1% |
| 17511.95469 | 1 | < 0.1% |
| 17434.75469 | 1 | < 0.1% |
14616_FERM0101.Single_Use_DO_PV
Real number (ℝ)
MISSING 
| Distinct | 9455 |
|---|---|
| Distinct (%) | 19.7% |
| Missing | 4359 |
| Missing (%) | 8.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2505.2589 |
| Minimum | 0 |
|---|---|
| Maximum | 32921.481 |
| Zeros | 12 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 16.229869 |
| Q1 | 637.64707 |
| median | 799.99199 |
| Q3 | 799.99199 |
| 95-th percentile | 32921.481 |
| Maximum | 32921.481 |
| Range | 32921.481 |
| Interquartile range (IQR) | 162.34492 |
Descriptive statistics
| Standard deviation | 7622.6476 |
|---|---|
| Coefficient of variation (CV) | 3.0426587 |
| Kurtosis | 11.96454 |
| Mean | 2505.2589 |
| Median Absolute Deviation (MAD) | 65.042969 |
| Skewness | 3.7331117 |
| Sum | 1.2038771 × 108 |
| Variance | 58104757 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 799.9919922 | 18827 | |
| 32921.48125 | 2835 | 5.4% |
| 734.9490234 | 2589 | 4.9% |
| 538.4612793 | 2091 | 4.0% |
| 675.1557129 | 1376 | 2.6% |
| 814.0755371 | 1319 | 2.5% |
| 816.401709 | 1066 | 2.0% |
| 689.6482422 | 858 | 1.6% |
| 650.4528809 | 755 | 1.4% |
| 719.9351563 | 662 | 1.3% |
| Other values (9445) | 15676 | |
| (Missing) | 4359 | 8.3% |
| Value | Count | Frequency (%) |
| 0 | 12 | |
| 1.115547676 | 1 | < 0.1% |
| 1.330806984 | 1 | < 0.1% |
| 1.351914883 | 1 | < 0.1% |
| 1.470219659 | 1 | < 0.1% |
| 1.493391813 | 1 | < 0.1% |
| 1.514804086 | 1 | < 0.1% |
| 1.542249953 | 1 | < 0.1% |
| 1.545021098 | 1 | < 0.1% |
| 1.547876167 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 32921.48125 | 2835 | |
| 26400.29596 | 1 | < 0.1% |
| 917.7376953 | 196 | 0.4% |
| 916.7911133 | 110 | 0.2% |
| 877.8580078 | 115 | 0.2% |
| 816.401709 | 1066 | 2.0% |
| 814.0755371 | 1319 | |
| 809.3755008 | 1 | < 0.1% |
| 808.8651886 | 1 | < 0.1% |
| 807.6954996 | 1 | < 0.1% |
14616_FERM0101.Single_Use_pH_PV
Real number (ℝ)
MISSING 
| Distinct | 1699 |
|---|---|
| Distinct (%) | 3.5% |
| Missing | 4359 |
| Missing (%) | 8.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 616.26136 |
| Minimum | -794.27197 |
|---|---|
| Maximum | 800.18398 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 43 |
| Negative (%) | 0.1% |
| Memory size | 2.8 MiB |
Quantile statistics
| Minimum | -794.27197 |
|---|---|
| 5-th percentile | 5.7200195 |
| Q1 | 799.68799 |
| median | 799.87197 |
| Q3 | 799.92798 |
| 95-th percentile | 800.06401 |
| Maximum | 800.18398 |
| Range | 1594.456 |
| Interquartile range (IQR) | 0.23999023 |
Descriptive statistics
| Standard deviation | 336.03765 |
|---|---|
| Coefficient of variation (CV) | 0.54528431 |
| Kurtosis | -0.22876943 |
| Mean | 616.26136 |
| Median Absolute Deviation (MAD) | 0.13603516 |
| Skewness | -1.3004982 |
| Sum | 29613823 |
| Variance | 112921.3 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 799.9199707 | 4042 | 7.7% |
| 800.0640137 | 3511 | 6.7% |
| 799.8959961 | 3250 | 6.2% |
| 799.6959961 | 3143 | 6.0% |
| 799.7919922 | 2953 | 5.6% |
| 799.8719727 | 2196 | 4.2% |
| 5.720019531 | 2109 | 4.0% |
| 799.6879883 | 1680 | 3.2% |
| 799.9439941 | 1225 | 2.3% |
| 799.8160156 | 1208 | 2.3% |
| Other values (1689) | 22737 | |
| (Missing) | 4359 | 8.3% |
| Value | Count | Frequency (%) |
| -794.2719727 | 1 | < 0.1% |
| -794.1359863 | 7 | |
| -788.2399902 | 1 | < 0.1% |
| -788.2353152 | 1 | < 0.1% |
| -788.2351994 | 1 | < 0.1% |
| -788.2319824 | 3 | |
| -788.228793 | 1 | < 0.1% |
| -788.0560059 | 3 | |
| -788.0399902 | 2 | < 0.1% |
| -788.0159668 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 800.1839844 | 565 | 1.1% |
| 800.1600098 | 448 | 0.9% |
| 800.1279785 | 267 | 0.5% |
| 800.1120117 | 1119 | 2.1% |
| 800.0640137 | 3511 | |
| 800.0560059 | 1119 | 2.1% |
| 800.0160156 | 374 | 0.7% |
| 800.0080078 | 456 | 0.9% |
| 800 | 509 | 1.0% |
| 799.9919922 | 351 | 0.7% |
14616_FERM0101.Temperatura_PV
Real number (ℝ)
MISSING 
| Distinct | 31119 |
|---|---|
| Distinct (%) | 64.8% |
| Missing | 4359 |
| Missing (%) | 8.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.610518 |
| Minimum | 3.0159973 |
|---|---|
| Maximum | 80.143994 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.8 MiB |
Quantile statistics
| Minimum | 3.0159973 |
|---|---|
| 5-th percentile | 3.1952619 |
| Q1 | 14.070899 |
| median | 16.623999 |
| Q3 | 25.231995 |
| 95-th percentile | 29.623256 |
| Maximum | 80.143994 |
| Range | 77.127997 |
| Interquartile range (IQR) | 11.161096 |
Descriptive statistics
| Standard deviation | 8.5911941 |
|---|---|
| Coefficient of variation (CV) | 0.48784447 |
| Kurtosis | -0.79245205 |
| Mean | 17.610518 |
| Median Absolute Deviation (MAD) | 5.9576084 |
| Skewness | -0.10547597 |
| Sum | 846255.85 |
| Variance | 73.808615 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 29.60799561 | 1070 | 2.0% |
| 29.61600342 | 867 | 1.7% |
| 3.2 | 845 | 1.6% |
| 29.58399658 | 714 | 1.4% |
| 3.208001709 | 678 | 1.3% |
| 29.56800537 | 459 | 0.9% |
| 3.176000977 | 444 | 0.8% |
| 29.63199463 | 384 | 0.7% |
| 3.223999023 | 358 | 0.7% |
| 3.167999268 | 266 | 0.5% |
| Other values (31109) | 41969 | |
| (Missing) | 4359 | 8.3% |
| Value | Count | Frequency (%) |
| 3.015997314 | 1 | < 0.1% |
| 3.040002441 | 1 | < 0.1% |
| 3.043695288 | 1 | < 0.1% |
| 3.046218102 | 1 | < 0.1% |
| 3.047998047 | 3 | |
| 3.059195952 | 1 | < 0.1% |
| 3.07199707 | 6 | |
| 3.079541592 | 1 | < 0.1% |
| 3.080529867 | 1 | < 0.1% |
| 3.082664523 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 80.14399414 | 1 | |
| 30.57431842 | 1 | |
| 30.53599854 | 1 | |
| 30.49449114 | 1 | |
| 30.42865115 | 1 | |
| 30.35999756 | 1 | |
| 30.29066676 | 1 | |
| 30.28740535 | 1 | |
| 30.26400146 | 1 | |
| 30.24799805 | 1 |
| 14616_FERM0101.Agitation_PV | 14616_FERM0101.Air_Sparge_PV | 14616_FERM0101.Biocontainer_Pressure_PV | 14616_FERM0101.DO_1_PV | 14616_FERM0101.DO_2_PV | 14616_FERM0101.Gas_Overlay_PV | 14616_FERM0101.Load_Cell_Net_PV | 14616_FERM0101.pH_1_PV | 14616_FERM0101.pH_2_PV | 14616_FERM0101.PUMP_1_PV | 14616_FERM0101.PUMP_1_TOTAL | 14616_FERM0101.PUMP_2_PV | 14616_FERM0101.PUMP_2_TOTAL | 14616_FERM0101.Single_Use_DO_PV | 14616_FERM0101.Single_Use_pH_PV | 14616_FERM0101.Temperatura_PV | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| DateTime | ||||||||||||||||
| 2023-03-15 00:00:00.000 | 80.0 | 0.000000 | 0.715311 | 16.557993 | 0.0 | 3.999639 | 1652.800000 | 5.929625 | -389.260962 | 0.0 | 39.679996 | 0.0 | 391.860913 | 17.361165 | 5.872 | 29.607996 |
| 2023-03-15 00:15:00.000 | 80.0 | 1.629763 | 0.795663 | 15.634378 | 0.0 | 4.000125 | 1652.800000 | 5.929625 | -389.260962 | 0.0 | 39.679996 | 0.0 | 391.860913 | 16.468314 | 5.872 | 29.607996 |
| 2023-03-15 00:30:00.000 | 80.0 | 0.000000 | 0.844326 | 16.687202 | 0.0 | 4.000129 | 1652.807246 | 5.929625 | -389.260962 | 0.0 | 39.679996 | 0.0 | 391.860913 | 17.516034 | 5.872 | 29.616003 |
| 2023-03-15 00:45:00.000 | 80.0 | 0.000000 | 0.755206 | 15.892802 | 0.0 | 3.999268 | 1652.800000 | 5.929625 | -389.260962 | 0.0 | 39.679996 | 0.0 | 391.860913 | 16.595076 | 5.872 | 29.631995 |
| 2023-03-15 01:00:00.000 | 80.0 | 0.000000 | 0.755206 | 16.821199 | 0.0 | 3.999884 | 1652.800000 | 5.921457 | -389.260962 | 0.0 | 39.679996 | 0.0 | 391.860913 | 17.754875 | 5.872 | 29.616193 |
| 2023-03-15 01:15:00.000 | 80.0 | 2.633847 | 0.835407 | 15.634284 | 0.0 | 4.000593 | 1652.800000 | 5.921457 | -389.260962 | 0.0 | 39.679996 | 0.0 | 391.860913 | 16.447218 | 5.864 | 29.616003 |
| 2023-03-15 01:30:00.000 | 80.0 | 0.000000 | 0.836224 | 16.160793 | 0.0 | 3.999586 | 1652.800000 | 5.921457 | -389.260962 | 0.0 | 39.679996 | 0.0 | 391.860913 | 16.890219 | 5.864 | 29.607996 |
| 2023-03-15 01:45:00.000 | 80.0 | 0.000000 | 0.816252 | 16.026797 | 0.0 | 3.999450 | 1652.400000 | 5.921457 | -389.260962 | 0.0 | 39.679996 | 0.0 | 391.860913 | 17.375407 | 5.864 | 29.631995 |
| 2023-03-15 02:00:00.000 | 80.0 | 2.680267 | 0.836639 | 15.495602 | 0.0 | 3.999463 | 1652.800000 | 5.913288 | -389.260962 | 0.0 | 39.679996 | 0.0 | 391.860913 | 16.349067 | 5.864 | 29.656006 |
| 2023-03-15 02:15:00.000 | 80.0 | 0.000000 | 0.816377 | 16.026797 | 0.0 | 3.999695 | 1652.400000 | 5.913288 | -389.260962 | 0.0 | 39.679996 | 0.0 | 391.860913 | 16.728490 | 5.856 | 29.631995 |
| 14616_FERM0101.Agitation_PV | 14616_FERM0101.Air_Sparge_PV | 14616_FERM0101.Biocontainer_Pressure_PV | 14616_FERM0101.DO_1_PV | 14616_FERM0101.DO_2_PV | 14616_FERM0101.Gas_Overlay_PV | 14616_FERM0101.Load_Cell_Net_PV | 14616_FERM0101.pH_1_PV | 14616_FERM0101.pH_2_PV | 14616_FERM0101.PUMP_1_PV | 14616_FERM0101.PUMP_1_TOTAL | 14616_FERM0101.PUMP_2_PV | 14616_FERM0101.PUMP_2_TOTAL | 14616_FERM0101.Single_Use_DO_PV | 14616_FERM0101.Single_Use_pH_PV | 14616_FERM0101.Temperatura_PV | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| DateTime | ||||||||||||||||
| 2024-09-10 21:45:00.000 | 0.0 | 0.0 | 480.0 | 0.0 | 0.0 | 0.0 | -17.2 | 1.306835 | -0.232956 | 0.0 | 22.320001 | 0.0 | 0.0 | 799.991992 | 799.919971 | 15.295185 |
| 2024-09-10 22:00:00.000 | 0.0 | 0.0 | 480.0 | 0.0 | 0.0 | 0.0 | -17.2 | 1.306835 | -0.232956 | 0.0 | 22.320001 | 0.0 | 0.0 | 799.991992 | 799.919971 | 15.191056 |
| 2024-09-10 22:15:00.000 | 0.0 | 0.0 | 480.0 | 0.0 | 0.0 | 0.0 | -17.2 | 1.306835 | -0.232956 | 0.0 | 22.320001 | 0.0 | 0.0 | 799.991992 | 799.919971 | 15.328248 |
| 2024-09-10 22:30:00.000 | 0.0 | 0.0 | 480.0 | 0.0 | 0.0 | 0.0 | -17.2 | 1.306835 | -0.232956 | 0.0 | 22.320001 | 0.0 | 0.0 | 799.991992 | 799.919971 | 15.131252 |
| 2024-09-10 22:45:00.000 | 0.0 | 0.0 | 480.0 | 0.0 | 0.0 | 0.0 | -17.2 | 1.306835 | -0.232956 | 0.0 | 22.320001 | 0.0 | 0.0 | 799.991992 | 799.919971 | 15.176001 |
| 2024-09-10 23:00:00.000 | 0.0 | 0.0 | 480.0 | 0.0 | 0.0 | 0.0 | -17.2 | 1.306835 | -0.232956 | 0.0 | 22.320001 | 0.0 | 0.0 | 799.991992 | 799.919971 | 15.268666 |
| 2024-09-10 23:15:00.000 | 0.0 | 0.0 | 480.0 | 0.0 | 0.0 | 0.0 | -17.2 | 1.306835 | -0.232956 | 0.0 | 22.320001 | 0.0 | 0.0 | 799.991992 | 799.919971 | 15.216003 |
| 2024-09-10 23:30:00.000 | 0.0 | 0.0 | 480.0 | 0.0 | 0.0 | 0.0 | -17.2 | 1.306835 | -0.232956 | 0.0 | 22.320001 | 0.0 | 0.0 | 799.991992 | 799.919971 | 15.169230 |
| 2024-09-10 23:45:00.000 | 0.0 | 0.0 | 480.0 | 0.0 | 0.0 | 0.0 | -17.2 | 1.306835 | -0.232956 | 0.0 | 22.320001 | 0.0 | 0.0 | 799.991992 | 799.919971 | 15.171162 |
| 2024-09-11 00:00:00.000 | 0.0 | 0.0 | 480.0 | 0.0 | 0.0 | 0.0 | -17.2 | 1.306835 | -0.232956 | 0.0 | 22.320001 | 0.0 | 0.0 | 799.991992 | 799.919971 | 15.217546 |
Most frequently occurring
| 14616_FERM0101.Agitation_PV | 14616_FERM0101.Air_Sparge_PV | 14616_FERM0101.Biocontainer_Pressure_PV | 14616_FERM0101.DO_1_PV | 14616_FERM0101.DO_2_PV | 14616_FERM0101.Gas_Overlay_PV | 14616_FERM0101.Load_Cell_Net_PV | 14616_FERM0101.pH_1_PV | 14616_FERM0101.pH_2_PV | 14616_FERM0101.PUMP_1_PV | 14616_FERM0101.PUMP_1_TOTAL | 14616_FERM0101.PUMP_2_PV | 14616_FERM0101.PUMP_2_TOTAL | 14616_FERM0101.Single_Use_DO_PV | 14616_FERM0101.Single_Use_pH_PV | 14616_FERM0101.Temperatura_PV | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1295 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 4359 |
| 2 | 0.0 | 0.0 | -0.784143 | 0.0 | 0.0 | 3.999837 | 0.8 | 1.543468 | 3.2 | 0.0 | 0.000000 | 0.0 | 4910.504687 | 799.991992 | 800.016016 | 16.647998 | 61 |
| 1089 | 0.0 | 0.0 | 480.000000 | 0.0 | 0.0 | 0.000000 | 0.0 | 0.006012 | 3.2 | 0.0 | 44.639993 | 0.0 | 1321.104004 | 32921.481250 | 799.919971 | 24.407996 | 16 |
| 1083 | 0.0 | 0.0 | 480.000000 | 0.0 | 0.0 | 0.000000 | 0.0 | 0.006012 | 3.2 | 0.0 | 44.639993 | 0.0 | 1321.104004 | 32921.481250 | 799.919971 | 24.312000 | 15 |
| 1090 | 0.0 | 0.0 | 480.000000 | 0.0 | 0.0 | 0.000000 | 0.0 | 0.006012 | 3.2 | 0.0 | 44.639993 | 0.0 | 1321.104004 | 32921.481250 | 799.919971 | 24.431995 | 15 |
| 1080 | 0.0 | 0.0 | 480.000000 | 0.0 | 0.0 | 0.000000 | 0.0 | 0.006012 | 3.2 | 0.0 | 44.639993 | 0.0 | 1321.104004 | 32921.481250 | 799.919971 | 24.271997 | 13 |
| 1138 | 0.0 | 0.0 | 480.000000 | 0.0 | 0.0 | 0.000000 | 0.0 | 0.006012 | 3.2 | 0.0 | 44.639993 | 0.0 | 1321.104004 | 32921.481250 | 799.919971 | 25.200000 | 13 |
| 548 | 0.0 | 0.0 | 480.000000 | 0.0 | 0.0 | 0.000000 | -18.0 | 1.674920 | 3.2 | 0.0 | 39.679996 | 0.0 | 5933.626953 | 538.461279 | 799.695996 | 15.912000 | 12 |
| 579 | 0.0 | 0.0 | 480.000000 | 0.0 | 0.0 | 0.000000 | -18.0 | 1.674920 | 3.2 | 0.0 | 39.679996 | 0.0 | 5933.626953 | 538.461279 | 799.695996 | 16.383997 | 12 |
| 628 | 0.0 | 0.0 | 480.000000 | 0.0 | 0.0 | 0.000000 | -18.0 | 1.674920 | 3.2 | 0.0 | 39.679996 | 0.0 | 5933.626953 | 538.461279 | 799.695996 | 17.128003 | 12 |